We derive consistency of the generalized random survival forest outside of the context of dynamic treatment regimes. We have the following assumptions on data distribution that are commonly used to achieve consistency of random forests or random survival forests [1]}, [2]}, [3]}, [4]}. These assumptions are tailored for use later in the dynamic treatment regime setting by adding stage indicators in Subsection REF .
